Queueing Theory is based on observations from countless experiments
on real situations, studying how customers, or more generally, discrete
objects, behave in real time. Here are notes used in
class to give an overview of queueing theory: qintro.pdf.
We won't use all of these notes, and the earlier notes about
probability distributions (Poisson, exponential in
distribs.pdf) are also useful.